Road Accident Detection on Surveillance-based accident dataset (test)
90.3AccuracyGemini
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini2025.12 | 90.3 | 92.9 | 87.3 | 90 | |
| Gpt-52025.12 | 89 | 97.6 | 80 | 87.9 | |
| Proposed modelInput Strategy=Concatenating RGB features with optical flow, Architecture=Hybrid CNN-Transformer2025.12 | 88.3 | 88.1 | 88.7 | 88.4 | |
| Llava-Next-Video2025.12 | 66 | 63.2 | 76.7 | 69.3 | |
| Lv et al. (2021)2025.12 | 64.7 | 61.5 | 78.7 | 69 |